End-to-End NLP Project with Hugging Face, FastAPI, and Docker

This tutorial explains how to build a containerized sentiment analysis API using Hugging Face, FastAPI and Docker

Kasper Groes Albin Ludvigsen
Towards Data Science
10 min readMar 7, 2024

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Photo by Joshua Hoehne on Unsplash

Many AI projects fail, according to various reports (eg. Hardvard Business Review). I speculate that part of the barrier to AI project success is the technical step from…

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I write about LLMs, time series forecasting, sustainable data science and green software engineering